EP 4383184 A3 20240626 - COMPUTER-IMPLEMENTED METHOD, COMPUTER PROGRAM PRODUCT AND SYSTEM FOR PROCESSING IMAGES
Title (en)
COMPUTER-IMPLEMENTED METHOD, COMPUTER PROGRAM PRODUCT AND SYSTEM FOR PROCESSING IMAGES
Title (de)
COMPUTERIMPLEMENTIERTES VERFAHREN, COMPUTERPROGRAMMPRODUKT UND SYSTEM ZUR VERARBEITUNG VON BILDERN
Title (fr)
PROCÉDÉ MIS EN UVRE PAR ORDINATEUR, PRODUIT DE PROGRAMME INFORMATIQUE ET SYSTÈME DE TRAITEMENT D'IMAGES
Publication
Application
Priority
- EP 23217520 A 20200708
- EP 20184636 A 20200708
Abstract (en)
A computer-implemented method is provided for processing images. The method comprises: down-sampling a plurality of first images having a first resolution for obtaining a plurality of second images having a second resolution, the first resolution being higher than the second resolution, each one of the plurality of second images being a down-sampled version of one of the plurality of first images; training an artificial neural network, ANN, model (40) to process an input image and output an output image having a higher resolution than the input image, wherein training data for the training comprises pairs of images, each pair of images including: one of the plurality of second images as an input to the ANN model (40); and one of the plurality of first images, corresponding to the one of the plurality of second images, as a desired output from the ANN model (40) in case the one of the plurality of second images is input to the ANN model (40); inputting at least one of the plurality of first images to the trained ANN model (40); and obtaining at least one output image from the trained ANN model (40), the at least one output image having a third resolution that is higher than the first resolution.
IPC 8 full level
G06T 3/4046 (2024.01); G06T 3/4053 (2024.01)
CPC (source: EP US)
G06T 3/4046 (2013.01 - EP US); G06T 3/4053 (2013.01 - EP US); G06T 5/50 (2013.01 - US); G06T 2207/10056 (2013.01 - US); G06T 2207/20081 (2013.01 - US); G06T 2207/20084 (2013.01 - US); G06T 2207/30004 (2013.01 - US)
Citation (search report)
- [IA] WO 2020041517 A1 20200227 - SALK INST BIOLOGICAL STUDIES [US]
- [I] WO 2020062958 A1 20200402 - BOE TECHNOLOGY GROUP CO LTD [CN]
- [A] WO 2018217391 A1 20181129 - MICROSOFT TECHNOLOGY LICENSING LLC [US]
- [I] MOHAMMAD SAEED RAD ET AL: "Benefitting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 6 July 2020 (2020-07-06), XP081717100
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
DOCDB simple family (publication)
EP 3937120 A1 20220112; EP 3937120 B1 20231220; CN 115867933 A 20230328; EP 4383184 A2 20240612; EP 4383184 A3 20240626; JP 2023532755 A 20230731; US 2023260083 A1 20230817; WO 2022008667 A1 20220113
DOCDB simple family (application)
EP 20184636 A 20200708; CN 202180049669 A 20210708; EP 2021069019 W 20210708; EP 23217520 A 20200708; JP 2023500310 A 20210708; US 202118014998 A 20210708